CVLoom

New Grad resume example (no work experience)

With no jobs to list, projects have to carry the page — and most new grad resumes waste them on tool lists. This example scores 95/100 against our 30 published rules, our highest, and every project bullet names a number instead of a technology.

95/100interview-ready

Measured by exporting this exact resume and running it through the 30 rules we publish. Certified: we only badge templates at 90 or above, a stricter bar than the 85 our checker calls interview-ready, so the design leaves headroom for your own content.

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Sophie Chambers
Software Developer · 2026 Graduate
sophie.chambers@example.com
(555) 204-8817
Austin, TX
sophiechambers.com/sophiechambers
Objective

Computer science graduate with two internships that shipped to production, three deployed projects and a habit of writing the tests first. Comfortable across a React front end and a Node or Python back end, with 350 solved algorithm problems and a 3.8 GPA. Looking for a software developer role from June 2026.

Education
B.S. Computer Science & EngineeringMeridian Institute of Technology2022 – 2026
GPA 3.7/4.0 · Data Structures, Operating Systems, DBMS, Machine Learning
Projects
CampusEats — food-ordering PWA08/2025 – 02/2026
React, Node.js, PostgreSQL
  • Real-time order tracking over WebSockets for 40+ daily orders across 3 campus canteens
  • JWT auth with role-based dashboards for students, canteen staff, and admins
  • Deployed on a $5 VPS with Docker and a GitHub Actions pipeline; 99% uptime over 6 months
  • Deployed on Vercel with a CI pipeline; 1,200 monthly users and a 99.9% uptime record over six months
SignSpeak — sign-language translator02/2025 – 05/2025
Python, TensorFlow, OpenCV
  • Trained a CNN on 12k labelled frames to 91% accuracy on 26 static gestures
  • Real-time webcam inference at 24 fps; 2nd place among 84 teams at HackMeridian 2025
  • Added 60 integration tests that caught 4 regressions before release
GitGrade — GitHub portfolio analyzer09/2024 – 11/2024
Next.js, GitHub API
  • Scores repositories on tests, docs, and commit hygiene; 300+ users from campus
  • Presented the final architecture to 40 students and faculty at the department showcase
Internships
Software Engineering Intern05/2025 – 07/2025
Zenlytic Labs · Remote
  • Built 6 Express REST endpoints powering an internal analytics dashboard
  • Wrote 40+ integration tests, raising service coverage from 58% to 80%
  • Closed 9 production bugs in the first month, two of them customer-reported
  • Shipped a feature flag service used by 3 product teams and wrote its documentation
  • Cut the staging deploy from 18 minutes to 6 by caching dependencies in the pipeline
Web Development Intern12/2024 – 01/2025
Craftly Studio · Austin, TX
  • Shipped marketing pages in Next.js scoring 95+ on Lighthouse
  • Automated the image pipeline, cutting median page weight by 60%
  • Rebuilt the studio's client dashboard in React; page load time fell from 4.1 s to 1.3 s
Skills
Languages: Java, Python, TypeScript, SQL, C++
Web: React, Next.js, Node.js, Express, REST APIs
Tools: Git, Docker, Linux, Postman, MySQL, MongoDB
Achievements
2nd / 84 teamsHackMeridian 2025, for SignSpeak
500+ DSA problemsLeetCode and GeeksforGeeks, top 5% on campus
GDSC core memberRan 6 hands-on workshops for 200+ students
Certifications
AWS Certified Cloud Practitioner
Meta Front-End DeveloperCoursera

The live document, not a screenshot. Names and employers are fictional.

Why these bullets work

Every line below is taken verbatim from the resume above.

Real-time order tracking over WebSockets for 40+ daily orders across 3 campus canteens

Real users, real volume. 'Built a food ordering app' is a class assignment; 40 orders a day across three canteens is a system somebody depends on.

Deployed on a $5 VPS with Docker and a GitHub Actions pipeline; 99% uptime over 6 months

Shipping and keeping it alive is what separates a new grad who has built something from one who has finished a tutorial. Uptime over six months is unusually strong evidence.

Trained a CNN on 12k labelled frames to 91% accuracy on 26 static gestures

Dataset size, accuracy and scope, in that order. Recruiters cannot verify your model, but they can tell whether you know which numbers matter.

Real-time webcam inference at 24 fps; 2nd place among 84 teams at HackMeridian 2025

A ranked result against a known field is external validation — the closest thing a new grad has to a reference.

Making it yours

  • Put projects above education if your projects are stronger than your marks; this example does.
  • Give every project a number: users, records, accuracy, uptime, or people on the team.
  • Include the deploy link or repo. Anything a recruiter can click beats anything they must believe.
  • Skip 'hardworking' and 'quick learner' — they cost you space and add nothing a shortlist can act on.

Common questions

What goes on a new grad resume with no experience at all?

Projects, internships, coursework you actually applied, and anything externally judged — hackathons, competitions, volunteering with numbers attached. This example has no full-time job on it and still scores 95/100.

One page or two for a new grad?

One. Always. If it runs over, your bullets are describing tasks instead of results.

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